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Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning.
Tak D, Ye Z, Zapaishchykova A, Zha Y, Boyd A, Vajapeyam S, Chopra R, Hayat H, Prabhu S, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Resnick A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon K, Haas-Kogan D, Poussaint T, Kann BH. Tak D, et al. Among authors: kann bh. medRxiv [Preprint]. 2023 Nov 22:2023.08.04.23293673. doi: 10.1101/2023.08.04.23293673. medRxiv. 2023. PMID: 37609311 Free PMC article. Updated. Preprint.
Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: Benchmarking data sharing and artificial intelligence use-cases.
Sahlsten J, Wahid KA, Glerean E, Jaskari J, Naser MA, He R, Kann BH, Mäkitie A, Fuller CD, Kaski K. Sahlsten J, et al. Among authors: kann bh. Front Oncol. 2023 Feb 28;13:1120392. doi: 10.3389/fonc.2023.1120392. eCollection 2023. Front Oncol. 2023. PMID: 36925936 Free PMC article.
Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning.
Boyd A, Ye Z, Prabhu S, Tjong MC, Zha Y, Zapaishchykova A, Vajapeyam S, Hayat H, Chopra R, Liu KX, Nabavidazeh A, Resnick A, Mueller S, Haas-Kogan D, Aerts HJWL, Poussaint T, Kann BH. Boyd A, et al. Among authors: kann bh. medRxiv [Preprint]. 2023 Sep 18:2023.06.29.23292048. doi: 10.1101/2023.06.29.23292048. medRxiv. 2023. PMID: 37425854 Free PMC article. Preprint.
Harnessing uncertainty in radiotherapy auto-segmentation quality assurance.
Wahid KA, Sahlsten J, Jaskari J, Dohopolski MJ, Kaski K, He R, Glerean E, Kann BH, Mäkitie A, Fuller CD, Naser MA, Fuentes D. Wahid KA, et al. Among authors: kann bh. Phys Imaging Radiat Oncol. 2023 Dec 19;29:100526. doi: 10.1016/j.phro.2023.100526. eCollection 2024 Jan. Phys Imaging Radiat Oncol. 2023. PMID: 38179210 Free PMC article. No abstract available.
Automated temporalis muscle quantification and growth charts for children through adulthood.
Zapaishchykova A, Liu KX, Saraf A, Ye Z, Catalano PJ, Benitez V, Ravipati Y, Jain A, Huang J, Hayat H, Likitlersuang J, Vajapeyam S, Chopra RB, Familiar AM, Nabavidazeh A, Mak RH, Resnick AC, Mueller S, Cooney TM, Haas-Kogan DA, Poussaint TY, Aerts HJWL, Kann BH. Zapaishchykova A, et al. Among authors: kann bh. Nat Commun. 2023 Nov 9;14(1):6863. doi: 10.1038/s41467-023-42501-1. Nat Commun. 2023. PMID: 37945573 Free PMC article.
78 results